============================= test session starts ==============================
platform linux -- Python 3.10.10, pytest-7.2.2, pluggy-1.0.0
rootdir: /home/frasermince/portability, configfile: pyproject.toml
plugins: hypothesis-6.70.2, xdist-3.2.1, forked-1.6.0, metadata-2.0.4, json-report-1.5.0, timeout-2.1.0
timeout: 300.0s
timeout method: signal
timeout func_only: False
collected 3 items

src/tensorflow_tests_reduced/igammac_test.py ITEM <TestCaseFunction test_session>
srandom_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_1/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
Greater: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
Greater_1: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_1: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_2: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_3: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_4: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_5: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_6: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_7: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_8: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_9: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_1: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_2: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_3: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_4: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_2: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_3: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_4: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_5: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_6: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_7: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_8: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_9: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_10: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_11: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_12: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_13: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_14: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_15: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_16: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_17: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_18: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_19: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_20: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_21: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/LoopCond/_22: (LoopCond): /job:localhost/replica:0/task:0/device:GPU:0
while/while/loop_counter_switch/_23: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/while/maximum_iterations_switch/_24: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/Const_1_switch/_25: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_switch/_26: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_1_switch/_27: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_2_switch/_28: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_3_switch/_29: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_4_switch/_30: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/Greater_switch/_31: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/Greater_1_switch/_32: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/loop_body_control/_33: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_34: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_35: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_36: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_37: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_38: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_39: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_40: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_41: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_42: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_43: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/LoopExecuted/_44: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_45: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_46: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_47: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_48: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_49: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_50: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_51: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_52: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_53: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_54: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input_control_node/_55: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_56: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_57: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_58: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_59: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_60: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_61: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_62: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_63: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_64: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_65: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/cond/_0/Less: (Less): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/output/_66: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/output_control_node/_67: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while/cond/_0: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input_control_node/_68: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_69: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_70: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_71: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_72: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_73: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_74: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_75: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_76: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_77: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_78: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_1/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_2: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_2/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_3: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_3/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_4: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_4/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add_1_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_79: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_80: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_81: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_82: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_83: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_84: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_85: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_86: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_87: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_88: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output_control_node/_89: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_1/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_1/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_2/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_3/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_3/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_4/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_4/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/maximum_iterations: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/loop_counter: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_1/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_3/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_4/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/cond/_0/Less/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_2/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_3/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_4/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_1/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
Greater: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
Greater_1: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_1: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_2: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_3: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_4: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_5: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_6: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_7: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_8: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_9: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_1: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_2: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_3: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_4: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_2/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_3/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
Greater_2: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
Greater_3: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_10: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_11: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_12: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_13: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_14: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_5: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_6: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_7: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_8: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_9: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_5: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_6: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_7: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_8: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_9: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_2: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_3: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_4: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_5: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_6: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_7: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_8: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_9: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_10: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_11: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_12: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_13: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_14: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_15: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_16: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_17: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_18: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_19: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_20: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_21: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/LoopCond/_22: (LoopCond): /job:localhost/replica:0/task:0/device:GPU:0
while/while/loop_counter_switch/_23: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/while/maximum_iterations_switch/_24: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/Const_1_switch/_25: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_switch/_26: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_1_switch/_27: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_2_switch/_28: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_3_switch/_29: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_4_switch/_30: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/Greater_switch/_31: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/Greater_1_switch/_32: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/loop_body_control/_33: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_34: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_35: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_36: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_37: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_38: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_39: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_40: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_41: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_42: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_43: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/LoopExecuted/_44: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_45: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_46: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_47: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_48: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_49: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_50: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_51: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_52: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_53: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_54: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_57: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_58: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_59: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_60: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_61: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_62: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_63: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_64: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_65: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_66: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_67: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_68: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_69: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_70: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_71: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_72: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_73: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_74: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_75: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_76: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/LoopCond/_77: (LoopCond): /job:localhost/replica:0/task:0/device:GPU:0
while_1/while_1/loop_counter_switch/_78: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/while_1/maximum_iterations_switch/_79: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Const_8_switch/_80: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_10_switch/_81: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_11_switch/_82: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_12_switch/_83: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_13_switch/_84: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_14_switch/_85: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Greater_2_switch/_86: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Greater_3_switch/_87: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/loop_body_control/_88: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_89: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_90: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_91: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_92: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_93: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_94: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_95: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_96: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_97: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_98: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/LoopExecuted/_99: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_1: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_100: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_101: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_102: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_103: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_104: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_105: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_106: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_107: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_108: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_109: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input_control_node/_110: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_111: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_112: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_113: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_114: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_115: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_116: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_117: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_118: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_119: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_120: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/cond/_0/Less: (Less): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/output/_121: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/output_control_node/_122: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while/cond/_0: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input_control_node/_123: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_124: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_125: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_126: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_127: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_128: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_129: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_130: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_131: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_132: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_133: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_1/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_2: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_2/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_3: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_3/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_4: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_4/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add_1_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_134: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_135: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_136: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_137: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_138: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_139: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_140: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_141: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_142: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_143: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output_control_node/_144: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input_control_node/_145: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_146: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_147: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_148: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_149: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_150: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_151: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_152: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_153: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_154: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_155: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/cond/_55/Less: (Less): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/output/_156: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/output_control_node/_157: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_1/cond/_55: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input_control_node/_158: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_159: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_160: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_161: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_162: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_163: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_164: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_165: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_166: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_167: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_168: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr_1: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr_2: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr_3: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr_4: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write_1/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_2: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write_2/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_3: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write_3/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_4: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write_4/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/add_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/add_1_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_169: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_170: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_171: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_172: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_173: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_174: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_175: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_176: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_177: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_178: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output_control_node/_179: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_1/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_1/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_2/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_3/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_3/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_4/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_4/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/maximum_iterations: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/loop_counter: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_1/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_3/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_4/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_3/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_2/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_3/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_7: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_10/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_10/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_11/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_11/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_12/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_12/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_13/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_13/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_14/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_14/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_8: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/maximum_iterations: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/loop_counter: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_9: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_5/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_10: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_6/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_11: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_7/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_12: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_8/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_13: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_9/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/cond/_0/Less/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_2/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_3/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_4/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/cond/_55/Less/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_2/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_3/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_4/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/add_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_1/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
Greater: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
Greater_1: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_1: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_2: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_3: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_4: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_5: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_6: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_7: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_8: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_9: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_1: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_2: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_3: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_4: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_2/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_3/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
Greater_2: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
Greater_3: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_10: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_11: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_12: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_13: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_14: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_5: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_6: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_7: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_8: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_9: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_5: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_6: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_7: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_8: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_9: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_4/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_5/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
Greater_4: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
Greater_5: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_1: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_2: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_3: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_4: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_1/pfor/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_2/pfor/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_3/pfor/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_4/pfor/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_20: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_21: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_22: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_23: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_24: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_5: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_6: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_7: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_8: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_9: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_10: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_11: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_12: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_13: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_14: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_2: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_3: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_4: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_5: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_6: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_7: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_8: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_9: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_10: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_11: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_12: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_13: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_14: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_15: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_16: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_17: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_18: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_19: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_20: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_21: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/LoopCond/_22: (LoopCond): /job:localhost/replica:0/task:0/device:GPU:0
while/while/loop_counter_switch/_23: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/while/maximum_iterations_switch/_24: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/Const_1_switch/_25: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_switch/_26: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_1_switch/_27: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_2_switch/_28: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_3_switch/_29: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_4_switch/_30: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/Greater_switch/_31: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/Greater_1_switch/_32: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/loop_body_control/_33: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_34: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_35: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_36: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_37: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_38: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_39: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_40: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_41: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_42: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_43: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/LoopExecuted/_44: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_45: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_46: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_47: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_48: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_49: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_50: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_51: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_52: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_53: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_54: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_57: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_58: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_59: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_60: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_61: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_62: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_63: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_64: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_65: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_66: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_67: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_68: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_69: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_70: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_71: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_72: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_73: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_74: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_75: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_76: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/LoopCond/_77: (LoopCond): /job:localhost/replica:0/task:0/device:GPU:0
while_1/while_1/loop_counter_switch/_78: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/while_1/maximum_iterations_switch/_79: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Const_8_switch/_80: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_10_switch/_81: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_11_switch/_82: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_12_switch/_83: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_13_switch/_84: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_14_switch/_85: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Greater_2_switch/_86: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Greater_3_switch/_87: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/loop_body_control/_88: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_89: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_90: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_91: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_92: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_93: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_94: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_95: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_96: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_97: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_98: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/LoopExecuted/_99: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_1: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_100: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_101: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_102: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_103: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_104: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_105: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_106: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_107: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_108: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_109: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_112: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_113: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_114: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_115: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_116: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_117: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_118: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_119: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_120: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_121: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_122: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_123: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_124: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_125: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_126: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_127: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_128: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_129: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_130: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_131: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/LoopCond/_132: (LoopCond): /job:localhost/replica:0/task:0/device:GPU:0
while_2/while_2/loop_counter_switch/_133: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/while_2/maximum_iterations_switch/_134: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Const_15_switch/_135: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/TensorArrayV2_20_switch/_136: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/TensorArrayV2_21_switch/_137: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/TensorArrayV2_22_switch/_138: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/TensorArrayV2_23_switch/_139: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/TensorArrayV2_24_switch/_140: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Greater_4_switch/_141: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Greater_5_switch/_142: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/loop_body_control/_143: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_144: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_145: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_146: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_147: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_148: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_149: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_150: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_151: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_152: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_153: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/LoopExecuted/_154: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_2: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_155: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_156: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_157: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_158: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_159: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_160: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_161: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_162: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_163: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_164: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input_control_node/_165: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_166: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_167: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_168: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_169: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_170: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_171: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_172: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_173: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_174: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_175: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/cond/_0/Less: (Less): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/output/_176: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/output_control_node/_177: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while/cond/_0: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input_control_node/_178: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_179: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_180: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_181: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_182: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_183: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_184: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_185: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_186: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_187: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_188: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_1/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_2: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_2/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_3: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_3/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_4: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_4/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add_1_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_189: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_190: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_191: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_192: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_193: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_194: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_195: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_196: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_197: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_198: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output_control_node/_199: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input_control_node/_200: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_201: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_202: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_203: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_204: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_205: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_206: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_207: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_208: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_209: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_210: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/cond/_55/Less: (Less): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/output/_211: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/output_control_node/_212: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_1/cond/_55: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input_control_node/_213: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_214: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_215: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_216: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_217: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_218: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_219: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_220: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_221: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_222: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_223: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr_1: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr_2: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr_3: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr_4: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write_1/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_2: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write_2/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_3: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write_3/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_4: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write_4/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/add_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/add_1_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_224: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_225: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_226: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_227: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_228: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_229: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_230: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_231: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_232: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_233: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output_control_node/_234: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input_control_node/_235: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_236: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_237: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_238: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_239: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_240: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_241: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_242: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_243: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_244: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_245: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/cond/_110/Less: (Less): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/output/_246: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/output_control_node/_247: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_2/cond/_110: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input_control_node/_248: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_249: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_250: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_251: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_252: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_253: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_254: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_255: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_256: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_257: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_258: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalXor: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalOr_1: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalNot_1: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalXor_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalOr_2: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalNot_2: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalXor_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalOr_3: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalNot_3: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalXor_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalOr_4: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalNot_4: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalXor_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/TensorArrayV2Write/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/TensorArrayV2Write_1/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_2: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/TensorArrayV2Write_2/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_3: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/TensorArrayV2Write_3/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_4: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/TensorArrayV2Write_4/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/add_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/add_1_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_259: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_260: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_261: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_262: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_263: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_264: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_265: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_266: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_267: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_268: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output_control_node/_269: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_1/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_1/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_2/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_3/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_3/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_4/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_4/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/maximum_iterations: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/loop_counter: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_1/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_3/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_4/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_3/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_2/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_3/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_7: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_10/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_10/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_11/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_11/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_12/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_12/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_13/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_13/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_14/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_14/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_8: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/maximum_iterations: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/loop_counter: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_9: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_5/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_10: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_6/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_11: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_7/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_12: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_8/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_13: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_9/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_4/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_5/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_4/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_5/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_14: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_20/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_20/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_21/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_21/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_22/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_22/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_23/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_23/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_24/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_24/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_15: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/maximum_iterations: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/loop_counter: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_16: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_10/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_17: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_11/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_18: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_12/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_19: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_13/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_20: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_14/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/cond/_0/Less/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_2/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_3/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_4/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/cond/_55/Less/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_2/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_3/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_4/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/add_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/cond/_110/Less/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_2/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_3/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_4/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/add_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_1/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
Greater: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
Greater_1: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_1: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_2: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_3: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_4: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_5: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_6: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_7: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_8: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_9: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_1: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_2: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_3: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_4: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_2/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_3/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
Greater_2: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
Greater_3: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_10: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_11: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_12: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_13: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_14: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_5: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_6: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_7: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_8: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_9: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_5: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_6: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_7: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_8: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_9: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_4/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_5/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
Greater_4: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
Greater_5: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_1: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_2: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_3: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_4: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_1/pfor/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_2/pfor/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_3/pfor/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_4/pfor/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_20: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_21: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_22: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_23: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_24: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_5: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_6: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_7: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_8: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_9: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_10: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_11: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_12: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_13: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_14: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_6/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_7/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_30: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_31: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_32: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_33: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_34: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_5: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_6: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_7: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_8: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_9: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_15: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_16: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_17: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_18: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_19: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_2: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_3: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_4: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_5: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_6: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_7: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_8: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_9: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_10: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_11: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_12: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_13: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_14: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_15: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_16: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_17: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_18: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_19: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_20: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_21: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/LoopCond/_22: (LoopCond): /job:localhost/replica:0/task:0/device:GPU:0
while/while/loop_counter_switch/_23: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/while/maximum_iterations_switch/_24: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/Const_1_switch/_25: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_switch/_26: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_1_switch/_27: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_2_switch/_28: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_3_switch/_29: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_4_switch/_30: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/Greater_switch/_31: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/Greater_1_switch/_32: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/loop_body_control/_33: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_34: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_35: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_36: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_37: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_38: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_39: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_40: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_41: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_42: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_43: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/LoopExecuted/_44: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_45: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_46: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_47: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_48: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_49: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_50: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_51: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_52: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_53: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_54: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_57: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_58: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_59: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_60: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_61: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_62: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_63: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_64: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_65: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_66: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_67: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_68: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_69: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_70: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_71: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_72: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_73: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_74: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_75: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_76: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/LoopCond/_77: (LoopCond): /job:localhost/replica:0/task:0/device:GPU:0
while_1/while_1/loop_counter_switch/_78: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/while_1/maximum_iterations_switch/_79: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Const_8_switch/_80: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_10_switch/_81: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_11_switch/_82: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_12_switch/_83: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_13_switch/_84: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_14_switch/_85: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Greater_2_switch/_86: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Greater_3_switch/_87: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/loop_body_control/_88: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_89: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_90: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_91: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_92: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_93: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_94: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_95: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_96: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_97: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_98: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/LoopExecuted/_99: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_1: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_100: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_101: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_102: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_103: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_104: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_105: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_106: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_107: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_108: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_109: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_112: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_113: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_114: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_115: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_116: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_117: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_118: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_119: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_120: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_121: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_122: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_123: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_124: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_125: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_126: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_127: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_128: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_129: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_130: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_131: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/LoopCond/_132: (LoopCond): /job:localhost/replica:0/task:0/device:GPU:0
while_2/while_2/loop_counter_switch/_133: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/while_2/maximum_iterations_switch/_134: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Const_15_switch/_135: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/TensorArrayV2_20_switch/_136: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/TensorArrayV2_21_switch/_137: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/TensorArrayV2_22_switch/_138: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/TensorArrayV2_23_switch/_139: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/TensorArrayV2_24_switch/_140: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Greater_4_switch/_141: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Greater_5_switch/_142: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/loop_body_control/_143: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_144: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_145: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_146: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_147: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_148: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_149: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_150: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_151: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_152: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_153: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/LoopExecuted/_154: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_2: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_155: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_156: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_157: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_158: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_159: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_160: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_161: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_162: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_163: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_164: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_167: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_168: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_169: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_170: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_171: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_172: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_173: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_174: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_175: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_176: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_177: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_178: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_179: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_180: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_181: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_182: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_183: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_184: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_185: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_186: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/LoopCond/_187: (LoopCond): /job:localhost/replica:0/task:0/device:GPU:0
while_3/while_3/loop_counter_switch/_188: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/while_3/maximum_iterations_switch/_189: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Const_22_switch/_190: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/TensorArrayV2_30_switch/_191: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/TensorArrayV2_31_switch/_192: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/TensorArrayV2_32_switch/_193: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/TensorArrayV2_33_switch/_194: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/TensorArrayV2_34_switch/_195: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/random_uniform_6/RandomUniform_switch/_196: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/random_uniform_7/RandomUniform_switch/_197: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/loop_body_control/_198: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_199: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_200: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_201: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_202: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_203: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_204: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_205: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_206: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_207: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_208: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/LoopExecuted/_209: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_3: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_210: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_211: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_212: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_213: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_214: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_215: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_216: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_217: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_218: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_219: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input_control_node/_220: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_221: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_222: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_223: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_224: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_225: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_226: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_227: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_228: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_229: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_230: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/cond/_0/Less: (Less): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/output/_231: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/output_control_node/_232: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while/cond/_0: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input_control_node/_233: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_234: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_235: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_236: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_237: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_238: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_239: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_240: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_241: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_242: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_243: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_1/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_2: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_2/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_3: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_3/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_4: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_4/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add_1_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_244: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_245: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_246: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_247: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_248: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_249: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_250: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_251: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_252: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_253: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output_control_node/_254: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input_control_node/_255: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_256: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_257: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_258: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_259: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_260: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_261: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_262: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_263: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_264: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_265: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/cond/_55/Less: (Less): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/output/_266: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/output_control_node/_267: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_1/cond/_55: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input_control_node/_268: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_269: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_270: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_271: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_272: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_273: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_274: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_275: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_276: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_277: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_278: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr_1: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr_2: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr_3: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr_4: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write_1/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_2: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write_2/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_3: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write_3/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_4: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write_4/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/add_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/add_1_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_279: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_280: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_281: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_282: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_283: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_284: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_285: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_286: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_287: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_288: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output_control_node/_289: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input_control_node/_290: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_291: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_292: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_293: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_294: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_295: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_296: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_297: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_298: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_299: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_300: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/cond/_110/Less: (Less): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/output/_301: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/output_control_node/_302: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_2/cond/_110: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input_control_node/_303: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_304: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_305: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_306: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_307: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_308: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_309: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_310: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_311: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_312: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_313: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalXor: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalOr_1: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalNot_1: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalXor_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalOr_2: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalNot_2: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalXor_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalOr_3: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalNot_3: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalXor_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalOr_4: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalNot_4: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalXor_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/TensorArrayV2Write/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/TensorArrayV2Write_1/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_2: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/TensorArrayV2Write_2/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_3: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/TensorArrayV2Write_3/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_4: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/TensorArrayV2Write_4/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/add_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/add_1_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_314: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_315: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_316: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_317: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_318: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_319: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_320: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_321: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_322: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_323: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output_control_node/_324: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input_control_node/_325: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_326: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_327: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_328: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_329: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_330: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_331: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_332: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_333: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_334: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_335: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/cond/_165/Less: (Less): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/output/_336: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/output_control_node/_337: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_3/cond/_165: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input_control_node/_338: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_339: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_340: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_341: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_342: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_343: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_344: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_345: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_346: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_347: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_348: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/Igammac_1: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/Igammac_2: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/Igammac_3: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/Igammac_4: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/TensorArrayV2Write/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/TensorArrayV2Write_1/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims_2: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/TensorArrayV2Write_2/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims_3: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/TensorArrayV2Write_3/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims_4: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/TensorArrayV2Write_4/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/add_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/add_1_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_349: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_350: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_351: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_352: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_353: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_354: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_355: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_356: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_357: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_358: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output_control_node/_359: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_1/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_1/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_2/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_3/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_3/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_4/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_4/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/maximum_iterations: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/loop_counter: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_1/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_3/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_4/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_3/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_2/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_3/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_7: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_10/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_10/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_11/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_11/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_12/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_12/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_13/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_13/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_14/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_14/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_8: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/maximum_iterations: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/loop_counter: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_9: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_5/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_10: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_6/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_11: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_7/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_12: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_8/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_13: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_9/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_4/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_5/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_4/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_5/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_14: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_20/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_20/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_21/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_21/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_22/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_22/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_23/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_23/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_24/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_24/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_15: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/maximum_iterations: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/loop_counter: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_16: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_10/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_17: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_11/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_18: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_12/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_19: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_13/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_20: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_14/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_6/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_7/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_21: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_30/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_30/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_31/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_31/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_32/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_32/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_33/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_33/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_34/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_34/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_22: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/maximum_iterations: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/loop_counter: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_23: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_15/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_24: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_16/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_25: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_17/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_26: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_18/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_27: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_19/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/cond/_0/Less/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_2/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_3/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_4/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/cond/_55/Less/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_2/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_3/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_4/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/add_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/cond/_110/Less/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_2/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_3/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_4/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/add_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/cond/_165/Less/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims_2/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims_3/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims_4/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/add_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_1/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
Greater: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
Greater_1: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_1: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_2: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_3: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_4: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_5: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_6: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_7: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_8: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/Identity_9: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_1: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_2: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_3: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_4: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_2/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_3/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
Greater_2: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
Greater_3: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_10: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_11: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_12: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_13: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_14: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_5: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_6: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_7: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_8: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Identity_9: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_5: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_6: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_7: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_8: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_9: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_4/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_5/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
Greater_4: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
Greater_5: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_1: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_2: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_3: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_4: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_1/pfor/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_2/pfor/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_3/pfor/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalNot_4/pfor/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_20: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_21: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_22: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_23: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_24: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_5: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_6: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_7: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_8: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Identity_9: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_10: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_11: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_12: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_13: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_14: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_6/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_7/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_30: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_31: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_32: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_33: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_34: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_5: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_6: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_7: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_8: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Identity_9: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_15: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_16: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_17: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_18: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_19: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_8/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_9/RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/FloorDiv: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/FloorDiv: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/FloorDiv: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/FloorDiv: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_40: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_41: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_42: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_43: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_44: (TensorListReserve): /job:localhost/replica:0/task:0/device:GPU:0
while_4/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_4/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_4/Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_4/Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_4/Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_4/Identity_5: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_4/Identity_6: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_4/Identity_7: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_4/Identity_8: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_4/Identity_9: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_20: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_21: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_22: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_23: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_24: (TensorListConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
init_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_2: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_3: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_4: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_5: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_6: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_7: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_8: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_9: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_10: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/enter/_11: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_12: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_13: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_14: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_15: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_16: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_17: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_18: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_19: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_20: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/merge/_21: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while/LoopCond/_22: (LoopCond): /job:localhost/replica:0/task:0/device:GPU:0
while/while/loop_counter_switch/_23: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/while/maximum_iterations_switch/_24: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/Const_1_switch/_25: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_switch/_26: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_1_switch/_27: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_2_switch/_28: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_3_switch/_29: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/TensorArrayV2_4_switch/_30: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/Greater_switch/_31: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/Greater_1_switch/_32: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while/loop_body_control/_33: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_34: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_35: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_36: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_37: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_38: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_39: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_40: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_41: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_42: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/exit/_43: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while/LoopExecuted/_44: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_45: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_46: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_47: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_48: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_49: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_50: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_51: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_52: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_53: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while/next_iteration/_54: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_57: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_58: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_59: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_60: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_61: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_62: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_63: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_64: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_65: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/enter/_66: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_67: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_68: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_69: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_70: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_71: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_72: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_73: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_74: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_75: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/merge/_76: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_1/LoopCond/_77: (LoopCond): /job:localhost/replica:0/task:0/device:GPU:0
while_1/while_1/loop_counter_switch/_78: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/while_1/maximum_iterations_switch/_79: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Const_8_switch/_80: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_10_switch/_81: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_11_switch/_82: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_12_switch/_83: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_13_switch/_84: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/TensorArrayV2_14_switch/_85: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Greater_2_switch/_86: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/Greater_3_switch/_87: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_1/loop_body_control/_88: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_89: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_90: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_91: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_92: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_93: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_94: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_95: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_96: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_97: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/exit/_98: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_1/LoopExecuted/_99: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_1: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_100: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_101: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_102: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_103: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_104: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_105: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_106: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_107: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_108: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_1/next_iteration/_109: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_112: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_113: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_114: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_115: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_116: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_117: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_118: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_119: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_120: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/enter/_121: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_122: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_123: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_124: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_125: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_126: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_127: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_128: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_129: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_130: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/merge/_131: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_2/LoopCond/_132: (LoopCond): /job:localhost/replica:0/task:0/device:GPU:0
while_2/while_2/loop_counter_switch/_133: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/while_2/maximum_iterations_switch/_134: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Const_15_switch/_135: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/TensorArrayV2_20_switch/_136: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/TensorArrayV2_21_switch/_137: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/TensorArrayV2_22_switch/_138: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/TensorArrayV2_23_switch/_139: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/TensorArrayV2_24_switch/_140: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Greater_4_switch/_141: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/Greater_5_switch/_142: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_2/loop_body_control/_143: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_144: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_145: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_146: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_147: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_148: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_149: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_150: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_151: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_152: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/exit/_153: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_2/LoopExecuted/_154: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_2: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_155: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_156: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_157: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_158: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_159: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_160: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_161: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_162: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_163: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_2/next_iteration/_164: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_167: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_168: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_169: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_170: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_171: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_172: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_173: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_174: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_175: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/enter/_176: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_177: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_178: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_179: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_180: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_181: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_182: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_183: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_184: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_185: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/merge/_186: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_3/LoopCond/_187: (LoopCond): /job:localhost/replica:0/task:0/device:GPU:0
while_3/while_3/loop_counter_switch/_188: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/while_3/maximum_iterations_switch/_189: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/Const_22_switch/_190: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/TensorArrayV2_30_switch/_191: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/TensorArrayV2_31_switch/_192: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/TensorArrayV2_32_switch/_193: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/TensorArrayV2_33_switch/_194: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/TensorArrayV2_34_switch/_195: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/random_uniform_6/RandomUniform_switch/_196: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/random_uniform_7/RandomUniform_switch/_197: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_3/loop_body_control/_198: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_199: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_200: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_201: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_202: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_203: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_204: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_205: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_206: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_207: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/exit/_208: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_3/LoopExecuted/_209: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_3: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_210: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_211: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_212: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_213: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_214: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_215: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_216: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_217: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_218: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_3/next_iteration/_219: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_4/enter/_222: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_4/enter/_223: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_4/enter/_224: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_4/enter/_225: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_4/enter/_226: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_4/enter/_227: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_4/enter/_228: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_4/enter/_229: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_4/enter/_230: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_4/enter/_231: (Enter): /job:localhost/replica:0/task:0/device:GPU:0
while_4/merge/_232: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_4/merge/_233: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_4/merge/_234: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_4/merge/_235: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_4/merge/_236: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_4/merge/_237: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_4/merge/_238: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_4/merge/_239: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_4/merge/_240: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_4/merge/_241: (Merge): /job:localhost/replica:0/task:0/device:GPU:0
while_4/LoopCond/_242: (LoopCond): /job:localhost/replica:0/task:0/device:GPU:0
while_4/while_4/loop_counter_switch/_243: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_4/while_4/maximum_iterations_switch/_244: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_4/Const_29_switch/_245: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_4/TensorArrayV2_40_switch/_246: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_4/TensorArrayV2_41_switch/_247: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_4/TensorArrayV2_42_switch/_248: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_4/TensorArrayV2_43_switch/_249: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_4/TensorArrayV2_44_switch/_250: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_4/random_uniform_8/RandomUniform_switch/_251: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_4/random_uniform_9/RandomUniform_switch/_252: (Switch): /job:localhost/replica:0/task:0/device:GPU:0
while_4/loop_body_control/_253: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_4/exit/_254: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_4/exit/_255: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_4/exit/_256: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_4/exit/_257: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_4/exit/_258: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_4/exit/_259: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_4/exit/_260: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_4/exit/_261: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_4/exit/_262: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_4/exit/_263: (Exit): /job:localhost/replica:0/task:0/device:GPU:0
while_4/LoopExecuted/_264: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_4: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
while_4/next_iteration/_265: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_4/next_iteration/_266: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_4/next_iteration/_267: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_4/next_iteration/_268: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_4/next_iteration/_269: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_4/next_iteration/_270: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_4/next_iteration/_271: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_4/next_iteration/_272: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_4/next_iteration/_273: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
while_4/next_iteration/_274: (NextIteration): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input_control_node/_275: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_276: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_277: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_278: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_279: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_280: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_281: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_282: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_283: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_284: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/input/_285: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/cond/_0/Less: (Less): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/output/_286: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/cond/_0/output_control_node/_287: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while/cond/_0: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input_control_node/_288: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_289: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_290: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_291: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_292: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_293: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_294: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_295: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_296: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_297: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/input/_298: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_1/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_2: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_2/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_3: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_3/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_4: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/TensorArrayV2Write_4/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add_1_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_299: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_300: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_301: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_302: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_303: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_304: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_305: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_306: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_307: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output/_308: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while/body/_1/output_control_node/_309: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input_control_node/_310: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_311: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_312: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_313: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_314: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_315: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_316: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_317: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_318: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_319: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/input/_320: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/cond/_55/Less: (Less): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/output/_321: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/cond/_55/output_control_node/_322: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_1/cond/_55: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input_control_node/_323: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_324: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_325: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_326: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_327: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_328: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_329: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_330: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_331: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_332: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/input/_333: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr_1: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr_2: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr_3: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/LogicalOr_4: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write_1/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_2: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write_2/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_3: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write_3/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_4: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/TensorArrayV2Write_4/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/add_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/add_1_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_334: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_335: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_336: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_337: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_338: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_339: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_340: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_341: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_342: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output/_343: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_1/body/_56/output_control_node/_344: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input_control_node/_345: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_346: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_347: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_348: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_349: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_350: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_351: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_352: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_353: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_354: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/input/_355: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/cond/_110/Less: (Less): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/output/_356: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/cond/_110/output_control_node/_357: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_2/cond/_110: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input_control_node/_358: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_359: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_360: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_361: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_362: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_363: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_364: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_365: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_366: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_367: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/input/_368: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalXor: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalOr_1: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalNot_1: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalXor_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalOr_2: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalNot_2: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalXor_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalOr_3: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalNot_3: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalXor_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalOr_4: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalNot_4: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/LogicalXor_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/TensorArrayV2Write/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/TensorArrayV2Write_1/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_2: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/TensorArrayV2Write_2/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_3: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/TensorArrayV2Write_3/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_4: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/TensorArrayV2Write_4/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/add_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/add_1_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_369: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_370: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_371: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_372: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_373: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_374: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_375: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_376: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_377: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output/_378: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_2/body/_111/output_control_node/_379: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input_control_node/_380: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_381: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_382: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_383: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_384: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_385: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_386: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_387: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_388: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_389: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/input/_390: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/cond/_165/Less: (Less): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/output/_391: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/cond/_165/output_control_node/_392: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_3/cond/_165: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input_control_node/_393: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_394: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_395: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_396: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_397: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_398: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_399: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_400: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_401: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_402: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/input/_403: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/Igammac_1: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/Igammac_2: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/Igammac_3: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/Igammac_4: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/TensorArrayV2Write/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/TensorArrayV2Write_1/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims_2: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/TensorArrayV2Write_2/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims_3: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/TensorArrayV2Write_3/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims_4: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/TensorArrayV2Write_4/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/add_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/add_1_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_404: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_405: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_406: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_407: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_408: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_409: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_410: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_411: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_412: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output/_413: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_3/body/_166/output_control_node/_414: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/cond/_220/input_control_node/_415: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/cond/_220/input/_416: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/cond/_220/input/_417: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/cond/_220/input/_418: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/cond/_220/input/_419: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/cond/_220/input/_420: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/cond/_220/input/_421: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/cond/_220/input/_422: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/cond/_220/input/_423: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/cond/_220/input/_424: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/cond/_220/input/_425: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_4/cond/_220/Less: (Less): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/cond/_220/output/_426: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/cond/_220/output_control_node/_427: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_4/cond/_220: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/input_control_node/_428: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/input/_429: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/input/_430: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/input/_431: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/input/_432: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/input/_433: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/input/_434: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/input/_435: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/input/_436: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/input/_437: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/input/_438: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/FloorDiv: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/FloorDiv_1: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/FloorDiv_2: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/FloorDiv_3: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/FloorDiv_4: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/TensorArrayV2Write/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/ExpandDims_1: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/TensorArrayV2Write_1/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/ExpandDims_2: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/TensorArrayV2Write_2/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/ExpandDims_3: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/TensorArrayV2Write_3/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/ExpandDims_4: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/TensorArrayV2Write_4/TensorListSetItem: (TensorListSetItem): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/add_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/add_1_0: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/output/_439: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/output/_440: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/output/_441: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/output/_442: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/output/_443: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/output/_444: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/output/_445: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/output/_446: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/output/_447: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/output/_448: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Func/while_4/body/_221/output_control_node/_449: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221: (IdentityN): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_1/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_1/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_2/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_3/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_3/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_4/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_4/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/maximum_iterations: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/loop_counter: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_1/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_2/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_3/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_4/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_3/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_2/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_3/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_7: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_1/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_1/LogicalOr_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_10/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_10/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_11/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_11/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_12/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_12/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_13/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_13/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_14/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_14/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_8: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/maximum_iterations: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/loop_counter: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_9: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_5/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_10: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_6/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_11: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_7/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_12: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_8/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_13: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_9/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_4/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_5/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_4/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Greater_5/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_14: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_2/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_1/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_2/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalAnd_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalOr_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_2/LogicalXor_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_20/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_20/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_21/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_21/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_22/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_22/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_23/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_23/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_24/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_24/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_15: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/maximum_iterations: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/loop_counter: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_16: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_10/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_17: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_11/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_18: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_12/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_19: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_13/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_20: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_14/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_6/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_7/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_21: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_3/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_3/Igammac_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_30/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_30/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_31/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_31/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_32/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_32/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_33/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_33/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_34/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_34/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_22: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/maximum_iterations: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/loop_counter: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_23: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_15/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_24: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_16/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_25: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_17/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_26: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_18/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_27: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_19/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_8/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
random_uniform_9/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_28: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor_4/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_4/FloorDiv_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_40/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_40/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_41/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_41/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_42/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_42/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_43/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_43/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_44/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorArrayV2_44/num_elements: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_29: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_4/maximum_iterations: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_4/loop_counter: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_30: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_20/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_31: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_21/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_32: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_22/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_33: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_23/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_34: (Const): /job:localhost/replica:0/task:0/device:GPU:0
TensorListConcatV2_24/element_shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/cond/_0/Less/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_2/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_3/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/ExpandDims_4/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while/body/_1/add_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/cond/_55/Less/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_2/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_3/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/ExpandDims_4/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_1/body/_56/add_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/cond/_110/Less/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_2/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_3/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/ExpandDims_4/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_2/body/_111/add_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/cond/_165/Less/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims_2/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims_3/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/ExpandDims_4/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_3/body/_166/add_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_4/cond/_220/Less/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/ExpandDims_1/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/ExpandDims_2/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/ExpandDims_3/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/ExpandDims_4/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
while_4/body/_221/add_1/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:CPU:0
_EagerConst: (_EagerConst): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
shape: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
shape: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
_EagerConst: (_EagerConst): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
x: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
y: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Greater: (Greater): /job:localhost/replica:0/task:0/device:GPU:0
z_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_gatherv2_params: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_gatherv2_1_params: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
identity_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_1_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_2_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_3_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_4_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
params: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
indices: (_DeviceArg): /job:localhost/replica:0/task:0/device:GPU:0
axis: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
x: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
y: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
z_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
dim: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
values_0: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
values_1: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
values_2: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
axis: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
ConcatV2: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
NoOp: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
shape: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
shape: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_gatherv2_params: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_gatherv2_1_params: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
identity_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_1_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_2_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_3_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_4_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
x: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
y: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
z_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
shape: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
shape: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_gatherv2_params: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_gatherv2_1_params: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalNot_1: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalNot_2: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalNot_3: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalNot_4: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalNot_1/pfor/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalNot_2/pfor/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalNot_3/pfor/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalNot_4/pfor/LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/LogicalOr: (LogicalOr): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/LogicalAnd: (LogicalAnd): /job:localhost/replica:0/task:0/device:GPU:0
Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
identity_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_1_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_2_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_3_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_4_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_1/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_2/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalAnd_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalOr_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/LogicalXor_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
x: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
LogicalNot: (LogicalNot): /job:localhost/replica:0/task:0/device:GPU:0
y_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
shape: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
shape: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_gatherv2_params: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_gatherv2_1_params: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
identity_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_1_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_2_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_3_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_4_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/Igammac_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
params: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
indices: (_DeviceArg): /job:localhost/replica:0/task:0/device:GPU:0
axis: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
a: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
x: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Igammac: (Igammac): /job:localhost/replica:0/task:0/device:GPU:0
z_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
dim: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
values_0: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
values_1: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
values_2: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
axis: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
ConcatV2: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
shape: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
shape: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
RandomUniform: (RandomUniform): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_gatherv2_params: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
loop_body_gatherv2_1_params: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault: (PlaceholderWithDefault): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range: (Range): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2: (GatherV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/FloorDiv: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/add: (AddV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/FloorDiv: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/FloorDiv: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/Maximum: (Maximum): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/sub: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/Tile: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/strided_slice_1: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/sub_1: (Sub): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/Reshape_2: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/Tile_1: (Tile): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/strided_slice_2: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/strided_slice_3: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/concat_1: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/Reshape_3: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/FloorDiv: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_2: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_3: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
Identity_4: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
identity_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_1_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_2_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_3_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
identity_4_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/PlaceholderWithDefault/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/start: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/limit: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/range/delta: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Shape/shape_as_tensor: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ones_like/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_1/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
pfor/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/GatherV2/pfor/GatherV2/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_1/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/add/y: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_2/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/strided_slice_2/stack_2: (Const)ITEM <TestCaseFunction test_binary_cwise_ops>
.ITEM <TestCaseFunction test_session>
s

--------------------------------- JSON report ----------------------------------
report saved to: test_failure_report.json
========================= 1 passed, 2 skipped in 4.98s =========================
: /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_3/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/Rank: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/Rank_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/Reshape/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/Tile/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/strided_slice_1/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/strided_slice_1/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/strided_slice_1/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/Shape_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/Reshape_2/shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/Tile_1/input: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/strided_slice_2/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/strided_slice_2/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/strided_slice_2/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/strided_slice_3/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/strided_slice_3/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/strided_slice_3/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
loop_body/FloorDiv_4/pfor/concat_1/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
x: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
y: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
FloorDiv: (FloorDiv): /job:localhost/replica:0/task:0/device:GPU:0
z_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
